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#!/bin/bash
#
# Copyright (c) 2018 Samsung Electronics Co., Ltd. All Rights Reserved
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
MY_PATH="$( cd "$( dirname "${BASH_SOURCE[0]}" )" && pwd )"
NNFW_HOME="$(dirname $(dirname ${MY_PATH}))"
source $MY_PATH/common.sh
BENCHMARK_RUN_TEST_SH=
BENCHMARK_DRIVER_BIN=
BENCHMARK_REPORT_DIR=
BENCHMARK_MODELS_FILE=
BENCHMARK_MODEL_LIST=
MODEL_CACHE_ROOT_PATH=
MODEL_TEST_ROOT_PATH=
PURE_ACL_RT_LIB_PATH=
PURE_LD_LIBRARY_PATH=
ORIGIN_LD_LIBRARY_PATH=
PURE_ACL_RT_ENV_FILE=$MY_PATH/benchmark_op_list.txt
function Usage()
{
# TODO: Fill this
echo "Usage: LD_LIBRARY_PATH=Product/out/lib ./$0 --reportdir=report"
}
for i in "$@"
do
case $i in
-h|--help|help)
Usage
exit 1
;;
--runtestsh=*)
BENCHMARK_RUN_TEST_SH=${i#*=}
;;
--driverbin=*)
BENCHMARK_DRIVER_BIN=${i#*=}
;;
--reportdir=*)
BENCHMARK_REPORT_DIR=${i#*=}
BENCHMARK_MODELS_FILE=$BENCHMARK_REPORT_DIR/benchmark_op_models.txt
;;
--modelfilepath=*)
TEST_LIST_PATH=${i#*=}
MODEL_CACHE_ROOT_PATH=$TEST_LIST_PATH/cache
MODEL_TEST_ROOT_PATH=$TEST_LIST_PATH/tests
;;
--frameworktest_list_file=*)
FRAMEWORKTEST_LIST_FILE=${i#*=}
;;
esac
shift
done
function get_result_of_benchmark_test()
{
local RUN_TEST_SH=$1
local DRIVER_BIN=$2
local MODEL=$3
local LOG_FILE=$4
local PUREACL_LD_LIBRARY_PATH=$5
local RET=0
$RUN_TEST_SH --driverbin=$DRIVER_BIN --ldlibrarypath=$PUREACL_LD_LIBRARY_PATH $MODEL > $LOG_FILE 2>&1
RET=$?
if [[ $RET -ne 0 ]]; then
echo "Testing $MODEL aborted... exit code: $RET"
exit $RET
fi
local RESULT=`grep -E '^Mean:' $LOG_FILE | sed -e 's/ms//g' | awk '{print $2}'`
echo "$RESULT"
}
function print_result_of_benchmark_test()
{
local NAME=$1
local RESULT=$2
local RESULT_FILE=$3
echo "$NAME $RESULT" > $RESULT_FILE
}
function get_benchmark_op_list()
{
if [ ! -z "$FRAMEWORKTEST_LIST_FILE" ]; then
BENCHMARK_MODEL_LIST=$(cat "${FRAMEWORKTEST_LIST_FILE}")
else
BENCHMARK_MODEL_LIST=$(cat "${PURE_ACL_RT_ENV_FILE}")
fi
echo "BENCHMARK_MODEL_LIST=> $BENCHMARK_MODEL_LIST"
}
function run_benchmark_test()
{
local DRIVER_BIN=$BENCHMARK_DRIVER_BIN
local LOG_FILE=
local RESULT_FILE=
local RESULT=
local REPORT_MODEL_DIR=
export COUNT=5
echo "============================================"
local i=0
for MODEL in $BENCHMARK_MODEL_LIST; do
STATUS="enabled"
source $MODEL_TEST_ROOT_PATH/$MODEL/config.sh
LOWER_STATUS="$(echo $STATUS | awk '{print tolower($0)}')"
if [ "$LOWER_STATUS" == "disabled" ]; then
echo ""
echo "Skip $MODEL"
continue
fi
echo "Benchmark test with `basename $DRIVER_BIN` & `echo $MODEL`"
echo $MODEL >> $BENCHMARK_MODELS_FILE
REPORT_MODEL_DIR=$BENCHMARK_REPORT_DIR/$MODEL
mkdir -p $REPORT_MODEL_DIR
# TFLite(CPU fallback)
LOG_FILE=$REPORT_MODEL_DIR/tflite_cpu_op.txt
RESULT_FILE=$REPORT_MODEL_DIR/tflite_cpu_op.result
echo -n "TFLite(CPU fallback)................... "
unset USE_NNAPI
RESULT=$(get_result_of_benchmark_test $BENCHMARK_RUN_TEST_SH $DRIVER_BIN $MODEL $LOG_FILE)
echo "$RESULT ms"
print_result_of_benchmark_test "TFLite_CPU" $RESULT $RESULT_FILE
# TFLite+NNRuntime(CPU fallback)
LOG_FILE=$REPORT_MODEL_DIR/tflite_nnrt_cpu_op.txt
RESULT_FILE=$REPORT_MODEL_DIR/tflite_nnrt_cpu_op.result
echo -n "TFLite + NNRuntime(CPU fallback)............ "
export USE_NNAPI=1
RESULT=$(get_result_of_benchmark_test $BENCHMARK_RUN_TEST_SH $DRIVER_BIN $MODEL $LOG_FILE)
echo "$RESULT ms"
print_result_of_benchmark_test "TFLite_NNRT_CPU" $RESULT $RESULT_FILE
# TFLite+NNRuntime+ACL-Neon
LOG_FILE=$REPORT_MODEL_DIR/tflite_nnrt_acl_neon_op.txt
RESULT_FILE=$REPORT_MODEL_DIR/tflite_nnrt_acl_neon_op.result
echo -n "TFLite + NNRuntime + ACL-Neon............ "
switch_nnfw_kernel_env "ON" "neon"
RESULT=$(get_result_of_benchmark_test $BENCHMARK_RUN_TEST_SH $DRIVER_BIN $MODEL $LOG_FILE)
echo "$RESULT ms"
print_result_of_benchmark_test "TFLite_NNRT_ACL-NEON" $RESULT $RESULT_FILE
switch_nnfw_kernel_env "OFF"
# TFLite+NNRuntime+ACL-OpenCL
LOG_FILE=$REPORT_MODEL_DIR/tflite_nnrt_acl_opencl_op.txt
RESULT_FILE=$REPORT_MODEL_DIR/tflite_nnrt_acl_opencl_op.result
echo -n "TFLite + NNRuntime + ACL-OpenCL............ "
switch_nnfw_kernel_env "ON" "acl"
RESULT=$(get_result_of_benchmark_test $BENCHMARK_RUN_TEST_SH $DRIVER_BIN $MODEL $LOG_FILE)
echo "$RESULT ms"
print_result_of_benchmark_test "TFLite_NNRT_ACL-OPENCL" $RESULT $RESULT_FILE
switch_nnfw_kernel_env "OFF"
# TFLite+PureACLRuntime+ACL-OpenCL
if [ ! -d "$PURE_ACL_RT_LIB_PATH" ]; then
echo "Skip $MODEL in Pure ACL Runtime "
continue
fi
LOG_FILE=$REPORT_MODEL_DIR/tflite_pureaclrt_acl_opencl_op.txt
RESULT_FILE=$REPORT_MODEL_DIR/tflite_pureaclrt_acl_opencl_op.result
echo -n "TFLite + PureACLRuntime + ACL-OpenCL............ "
RESULT=$(get_result_of_benchmark_test $BENCHMARK_RUN_TEST_SH $DRIVER_BIN $MODEL $LOG_FILE $PURE_ACL_RT_LIB_PATH)
echo "$RESULT ms"
print_result_of_benchmark_test "TFLite_PUREACLRT_ACL-OPENCL" $RESULT $RESULT_FILE
unset USE_NNAPI
if [[ $i -ne $(echo $BENCHMARK_MODEL_LIST | wc -w)-1 ]]; then
echo ""
fi
i=$((i+1))
done
unset USE_NNAPI
unset COUNT
echo "============================================"
}
if [ ! -e "$BENCHMARK_REPORT_DIR" ]; then
mkdir -p $BENCHMARK_REPORT_DIR
fi
if [ -z "$PURE_ACL_RT_LIB_PATH" ]; then
PURE_ACL_RT_LIB_PATH="$NNFW_HOME/Product/out/lib/pureacl"
fi
get_benchmark_op_list
rm -rf $BENCHMARK_MODELS_FILE
echo ""
run_benchmark_test
echo ""
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